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Lab 1-Intro to R
Lab 2-Know your data
Lab 3-Deterministic functions
Lab 4-Stochastic distributions
Lab 5-Simulation & power
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Lab 6.5-Likelihood
Lab 7-Bayesian analyses
Lab 8-StandardStats
Lab 9-Modeling variance
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Alternatives to complex statistics
Murtaugh PA (2007) Simplicity and complexity in ecological data analysis.
Ecology
88: 56-62.
Using Simpler Stat Methods Murtaugh Ecology.pdf
Details
Download
158 KB
Useful Links - Running Statistics in R
Examples - using standard statistics in R:
http://data.princeton.edu/R/default.html
Free online videos and materials for modeling in R (and more)... available until March 30:
https://class.coursera.org/dataanalysis-001/class/index
Use confidence intervals to avoid the dance of the p-values
From Mick McCarthy's blog.
http://mickresearch.wordpress.com/2012/04/18/use-confidence-intervals-to-avoid-the-dance-of-the-p-values/
A useful review for determining which model to use (coincides well with material covered in Chp 3)
http://faculty.washington.edu/skalski/classes/QERM597/papers/Johnson%20and%20Omland.pdf
Attachment to the Fowler 1981 article discussed in class 1-29-13 (large mammals and density dependence)
Mammal density dependence.pdf
Details
Download
321 KB
Practical meta-analysis effect size calculator
(online):
http://gemini.gmu.edu/cebcp/EffectSizeCalculator/index.html
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Alternatives to complex statistics
Murtaugh PA (2007) Simplicity and complexity in ecological data analysis. Ecology 88: 56-62.Useful Links - Running Statistics in R
Examples - using standard statistics in R:
http://data.princeton.edu/R/default.html
Free online videos and materials for modeling in R (and more)... available until March 30:https://class.coursera.org/dataanalysis-001/class/index
Use confidence intervals to avoid the dance of the p-values
From Mick McCarthy's blog.http://mickresearch.wordpress.com/2012/04/18/use-confidence-intervals-to-avoid-the-dance-of-the-p-values/
A useful review for determining which model to use (coincides well with material covered in Chp 3)
http://faculty.washington.edu/skalski/classes/QERM597/papers/Johnson%20and%20Omland.pdf
Attachment to the Fowler 1981 article discussed in class 1-29-13 (large mammals and density dependence)
Practical meta-analysis effect size calculator (online):
http://gemini.gmu.edu/cebcp/EffectSizeCalculator/index.html